Having expert Supplier Quality Engineers proofread basic 8D paperwork drains valuable engineering capacity. MAD-Ai automates first-pass supplier 8D reviews by grading incoming submissions against AIAG D1–D8 standards and PFMEAs. Submissions with missing containment or weak root causes are automatically returned to suppliers with annotated feedback before reaching your SQEs.